Awesome List Updates on Dec 26, 2020

5 awesome lists updated today.

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1. Awesome Cheminformatics

Libraries / Format Checking

• ChEMBL_Structure_Pipeline (formerly standardiser) (⭐173) - Tool designed to provide a simple way of standardising molecules as a prelude to e.g. molecular modelling exercises.

Libraries / Machine Learning

• ChemML (⭐148) - ChemML is a machine learning and informatics program suite for the analysis, mining, and modeling of chemical and materials data. (based on Tensorflow)

• chemmodlab (⭐12) - A Cheminformatics Modeling Laboratory for Fitting and Assessing Machine Learning Models in R.

Libraries / Others

• OPSIN (⭐126) - Open Parser for Systematic IUPAC nomenclature

Resources / Courses

• Cheminformatics OLCC - Cheminformatics course of the Collaborative Intercollegiate Online Chemistry Course (OLCC) course of University of Arkansas at Little Rock by Robert Belford

2. Awesome Vue

Projects Using Vue.js / Commercial Products

• Coloban - All-in-one project management tool with chats, Kanban, Gantt, calls, screenshare and many more.

3. Awesome Machine Learning

Go / General-Purpose Machine Learning

• go-featureprocessing (⭐116) - Fast and convenient feature processing for low latency machine learning in Go.

4. Awesome R

Data Formats

• vroom (⭐603) - Fast reading of delimited files.

• arrow - An interface to the Arrow C++ library.

• feather (⭐2.7k) - Fast, interoperable binary data frame storage for Python, R, and more powered by Apache Arrow.

• fst - Lightning Fast Serialization of Data Frames for R.

• haven (⭐415) - Improved methods to import SPSS, Stata and SAS files in R.

• jsonlite (⭐364) - A robust and quick way to parse JSON files in R.

• qs (⭐363) - Quick serialization of R objects.

• readxl - Read excel files (.xls and .xlsx) into R.

• readr (⭐984) - A fast and friendly way to read tabular data into R.

• rio (⭐580) - A Swiss-Army Knife for Data I/O.

• readODS (⭐53) - Read OpenDocument Spreadsheets into R as data.frames.

• RcppTOML (⭐32) - Rcpp Bindings to C++ parser for TOML files.

• writexl - Portable, light-weight data frame to xlsx exporter for R.

• yaml (⭐152) - R package for converting objects to and from YAML.

5. Awesome Canvas

Canvas / Examples

• PixelCraft (⭐1.2k) • A pixel-art editor made using canvas

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